SUNIY INTELLEKT YORDAMIDA INNOVATSION DORI VOSITALARINI YARATISH
Keywords:
Kalit so‘zlar: Sun’iy intellekt, dori vositalari, farmatsevtika, molekulyar modellashtirish, klinik sinovlar, innovatsiya, biotexnologiya, ma’lumotlar tahlili.Abstract
Mazkur maqolada sun’iy intellekt texnologiyalarining farmatsevtika sohasida
qo‘llanilishi, xususan, yangi dori vositalarini yaratish jarayonidagi o‘rni va ahamiyati
tahlil qilinadi. Sun’iy intellekt algoritmlari yordamida biologik faol moddalarni
aniqlash, molekulyar modellashtirish, klinik sinovlarni optimallashtirish va dori ishlab
chiqish vaqtini qisqartirish imkoniyatlari yoritilgan. Shuningdek, ushbu
texnologiyaning afzalliklari bilan bir qatorda, mavjud muammolar va istiqbolli
yo‘nalishlar ham ko‘rib chiqiladi.
References
Foydalanilgan adabiyotlar
1. Goodfellow I., Bengio Y., Courville A. Deep Learning. MIT Press, 2016.
2. Schneider G. “Automating drug discovery”. Nature Reviews Drug Discovery, 2018.
3. Vamathevan J. et al. “Applications of machine learning in drug discovery and
development”. Nature Reviews Drug Discovery, 2019.
4. Zhavoronkov A. et al. “Deep learning enables rapid identification of potent DDR1
kinase inhibitors”. Nature Biotechnology, 2019.
5. Ekins S. Artificial Intelligence in Drug Discovery. Elsevier, 2020.
6. Paul D. et al. “Artificial intelligence in drug discovery and development”. Drug
Discovery Today, 2021.
7. Mak K.-K., Pichika M. “Artificial intelligence in drug development: present status
and future prospects”. Drug Discovery Today, 2019.
8. Chen H. et al. “The rise of deep learning in drug discovery”. Drug Discovery Today,
2018.